Urban financial invasion case prediction system and prediction method based on space-time scale adaptive model

The invention discloses an urban financial invasion case prediction system and prediction method based on a space-time scale adaptive model. The system comprises a model calculation task management module, a model definition module, a model training module, a model prediction module, a prediction result display module and a model registration module. The method comprises the following steps: (1) carrying out pyramid hierarchical grid statistics on urban financial invasion cases; (2) analyzing spatial and temporal distribution characteristics of urban financial invasion cases; (3) adaptively determining the space-time scale of the urban financial invasion case prediction model; and (4) constructing an ST-ResNet-based urban financial invasion case prediction model as a demonstration. The method is helpful for revealing crime geographical differentiation characteristics, can meet the requirements of different crime prediction precisions, and achieves the optimal arrangement of police patrol work. 本发明公开了一种基于时空尺度自